MCP Server Builder
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
Agent skill
Comprehensive dependency mapping, analysis, and visualization tool for software projects
$ npx skills add aiskillstore/marketplace --skill when-mapping-dependencies-use-dependency-mapper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace when-mapping-dependencies-use-dependency-mapper --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper .claude/skills/when-mapping-dependencies-use-dependency-mapper && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "when-mapping-dependencies-use-dependency-mapper" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper into .claude/skills/when-mapping-dependencies-use-dependency-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "when-mapping-dependencies-use-dependency-mapper", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapperType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aiskillstore/marketplace --skill when-mapping-dependencies-use-dependency-mapper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace when-mapping-dependencies-use-dependency-mapper --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper .agents/skills/when-mapping-dependencies-use-dependency-mapper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "when-mapping-dependencies-use-dependency-mapper" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper into .agents/skills/when-mapping-dependencies-use-dependency-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "when-mapping-dependencies-use-dependency-mapper", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill when-mapping-dependencies-use-dependency-mapper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace when-mapping-dependencies-use-dependency-mapper --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper .cursor/skills/when-mapping-dependencies-use-dependency-mapper && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "when-mapping-dependencies-use-dependency-mapper" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper into .cursor/skills/when-mapping-dependencies-use-dependency-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "when-mapping-dependencies-use-dependency-mapper", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill when-mapping-dependencies-use-dependency-mapper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace when-mapping-dependencies-use-dependency-mapper --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper .gemini/skills/when-mapping-dependencies-use-dependency-mapper && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "when-mapping-dependencies-use-dependency-mapper" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper into .gemini/skills/when-mapping-dependencies-use-dependency-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "when-mapping-dependencies-use-dependency-mapper", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aiskillstore/marketplace when-mapping-dependencies-use-dependency-mapperInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aiskillstore/marketplace --skill when-mapping-dependencies-use-dependency-mapper -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper .github/skills/when-mapping-dependencies-use-dependency-mapper && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "when-mapping-dependencies-use-dependency-mapper" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper into .github/skills/when-mapping-dependencies-use-dependency-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "when-mapping-dependencies-use-dependency-mapper", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill when-mapping-dependencies-use-dependency-mapper -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace when-mapping-dependencies-use-dependency-mapper --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper .opencode/skills/when-mapping-dependencies-use-dependency-mapper && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "when-mapping-dependencies-use-dependency-mapper" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper into .opencode/skills/when-mapping-dependencies-use-dependency-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "when-mapping-dependencies-use-dependency-mapper", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
when-mapping-dependencies-use-dependency-mapperComprehensive dependency mapping, analysis, and visualization tool for software projects
When Mapping Dependencies Use Dependency Mapper is an agent skill from aiskillstore/marketplace. Comprehensive dependency mapping, analysis, and visualization tool for software projects
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files (for example `PROCESS.md`, `README.md` and `mcp-dependency-mapper.json`).
It sits in Agent Workflows. It works with npm. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit ad8daf7. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships script files (Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
When Mapping Dependencies Use Dependency Mapper loads about 1.6k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 479 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
Without a licence we can't republish the file, so here is its outline and opening line. It has 479 words (~1,644 tokens).
“When mapping dependencies, use dependency-mapper to extract, analyze, visualize, and audit dependency trees across multiple package managers (npm, pip, cargo, maven, go.mod).”
SKILL.md and 7 other files in skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper of aiskillstore/marketplace.
Open the folder on GitHubat commit ad8daf7
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
When Mapping Dependencies Use Dependency Mapper next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| When Mapping Dependencies Use Dependency Mapper this skillaiskillstore/marketplace | 430 | 1 repos | ~1.6k | Automated safety check: Pass | None | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| CodeGraph Agent Evalcolbymchenry/codegraph | 73k | — | ~950 | Automated safety check: Pass | MIT | |
| Mem0 CLI Memory Commandsmem0ai/mem0 | 67k | — | ~2k | Automated safety check: Notes | Apache-2.0 | |
| Orca Run Replayiflytek/skillhub | 5.2k | 4 repos | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Helmor Bump Vendorsdohooo/helmor | 1.3k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 |
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
colbymchenry/codegraph
Benchmarks how much CodeGraph helps a coding agent on a real repository, comparing runs with and without it for a chosen local or published version.
mem0ai/mem0
Adds, searches, lists, updates and deletes memories on the Mem0 platform from the terminal with the mem0 command, including a JSON mode built for agents.
iflytek/skillhub
Answers questions about a past agent run from its recording, using causal graphs and replay, instead of reconstructing events from memory.
dohooo/helmor
Bump or upgrade the pinned versions of Helmor's bundled agent CLIs, SDKs, and supporting binaries — Claude Code + claude-agent-sdk (lockstep), Codex, Cursor SDK, OpenCode, Kimi, Pi, and gh / glab /…
getpaseo/paseo
Answers questions about the Paseo app, such as setup, providers, connectivity, updates and logs, by checking the current public docs and working out which daemon is involved.
aiskillstore/marketplace
Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).
aiskillstore/marketplace
Modern file and content search using fd, ripgrep (rg), and fzf.
aiskillstore/marketplace
Process JSON with jq and YAML/TOML with yq. An agent skill from aiskillstore/marketplace.
aiskillstore/marketplace
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
aiskillstore/marketplace
Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.
aiskillstore/marketplace
Automatically activated when user asks how something works, wants to understand unfamiliar code, needs to explore a new codebase, or asks questions like "where is X implemented?", "how does Y…
Works with
Categories
Comprehensive dependency mapping, analysis, and visualization tool for software projects. When Mapping Dependencies Use Dependency Mapper is an agent skill from aiskillstore/marketplace.
When Mapping Dependencies Use Dependency Mapper fits situations like: agent Workflows work in your project.
Run `npx skills add aiskillstore/marketplace --skill when-mapping-dependencies-use-dependency-mapper -a claude-code`. Or copy the skill folder (skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper in aiskillstore/marketplace) into .claude/skills/when-mapping-dependencies-use-dependency-mapper in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aiskillstore/marketplace --skill when-mapping-dependencies-use-dependency-mapper -a codex`. Or copy the skill folder (skills/dnyoussef/when-mapping-dependencies-use-dependency-mapper in aiskillstore/marketplace) into .agents/skills/when-mapping-dependencies-use-dependency-mapper in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill when-mapping-dependencies-use-dependency-mapper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/when-mapping-dependencies-use-dependency-mapper, .gemini/skills/when-mapping-dependencies-use-dependency-mapper, .github/skills/when-mapping-dependencies-use-dependency-mapper and .opencode/skills/when-mapping-dependencies-use-dependency-mapper in your project.
Going by SKILL.md and its folder, When Mapping Dependencies Use Dependency Mapper needs a shell for the scripts in its folder. Our summary lists: A Bash shell.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
No licence was found for When Mapping Dependencies Use Dependency Mapper or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 1.6k tokens (SKILL.md is roughly 6.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with When Mapping Dependencies Use Dependency Mapper: MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), CodeGraph Agent Eval (colbymchenry/codegraph, 73k stars), Mem0 CLI Memory Commands (mem0ai/mem0, 67k stars) and Orca Run Replay (iflytek/skillhub, 5.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.